| 2025 | NAACL | Mastering the Craft of Data Synthesis for CodeLLMs. | Meng Chen, Philip Arthur, Qianyu Feng, Cong Duy Vu Hoang, Yu-Heng Hong, Mahdi Kazemi Moghaddam, Omid Nezami, Duc Thien Nguyen, Gioacchino Tangari, Duy Vu, Thanh Vu, Mark Johnson, Krishnaram Kenthapadi, Don Dharmasiri, Long Duong, Yuan-Fang Li |
| 2024 | ICASSP | Multi-Linear Kernel Regression and Imputation VIA Manifold Learning: the Dynamic MRI Case. | Duc Thien Nguyen, Konstantinos Slavakis |
| 2022 | UAI | Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming. | Supriyo Ghosh, Laura Wynter, Shiau Hong Lim, Duc Thien Nguyen |
| 2019 | AAAI | Multiagent Decision Making For Maritime Traffic Management. | Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau |
| 2019 | IJCAI | Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty. | Jonathan Chase, Duc Thien Nguyen, Haiyang Sun, Hoong Chuin Lau |
| 2017 | AAAI | Collective Multiagent Sequential Decision Making Under Uncertainty. | Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau |
| 2016 | AISTATS | Approximate Inference Using DC Programming For Collective Graphical Models. | Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau, Daniel Sheldon |
| 2014 | AAAI | A Simple Polynomial-Time Randomized Distributed Algorithm for Connected Row Convex Constraints. | T. K. Satish Kumar, Duc Thien Nguyen, William Yeoh, Sven Koenig |
| 2014 | AAAI | Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs. | Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang |
| 2014 | GECCO | Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem. | Stephanus Daniel Handoko, Duc Thien Nguyen, Zhi Yuan, Hoong Chuin Lau |
| 2012 | AAMAS | Stochastic dominance in stochastic DCOPs for risk-sensitive applications. | Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau |
| 2012 | UAI | Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. | Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen |